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The course titled, “Python for Data Science and Machine Learning Bootcamp” is 21.5-hour coursework that has various video lectures that covers all the important aspects relating to the Data Science and the Machine Learning using Python.
Apart from the video lectures, there are about ten articles that one can download and study. There are about four supplementary resources that are available in the coursework. The course once bought can be accessed for a lifetime, and a certificate of course completion is given at the end. The course is also one of the best sellers in the domain.
Udemy is a MOOC. The platform that is flocked by students owing to the variety of courses it offers in various areas right from photography to technology. The courses are priced at such affordable rates. The teachers from some of the best universities teach here on this platform.
The highlights are many. There are specialized education learning portals for few areas. An all-in-one learning at the best quality is a rare find these days. The number of free courses that are offered in Udemy cannot be found elsewhere.
The Udemy is a platform where the students learn some of the concepts that they weren’t able to grasp easily in college. Udemy not only caters the needs of the students, the IT sector being a field that requires constant learning, but there are also full-time professionals who work at IT firms take up courses in Udemy.
The major reason stated is that Udemy covers all the major concepts in such a short span of time as the time constraint is one of the biggest problems of those who work with the tech sector. The certificates from Udemy are valued and respected outside.
What does the course title say?
The course titled, “Python for Data Science and Machine Learning Bootcamp” can be broken and explained for those to whom the words used here seem alien. The Python is the programming language with its versatile nature is the best suited for those who have no background in programming also can attend and learn from it. The Python is the language that is used in many areas and is known to yield the best results when compared to its counterparts.
The Data Science is the key phrase of the 21st century. The Data Science is the process of deriving useful information from the huge amount of data that is being generated on a daily basis. The word Bootcamp is used to denote the fact that one can learn the best of the technology in the trend in a very short span of time. This is the lucid explanation for those who find it difficult to contemplate on what has been listed as the title.
What is Python?
Python is a high-level programming language that has been released into the market about 26 years ago. The language owing to its dynamic nature and its effectiveness in memory management makes it a must go to option for applications that handle large amounts of data. The specific features that are unique to Python due to its functionalities are some of the reasons why Python is synonymous with terms like Data Science and Machine Learning.
Why learn Python?
Python is one of the most trending programming languages. There are so many other programming languages, but the reason to use Python is that it has some specialized libraries that are more suited for Machine Learning. Data Science is the study of a large amount of data.
The Machine learning is intended towards Artificial Intelligence. The Artificial Intelligence is said to take over the world in near time. The job market is all set to be revolutionized. The Artificial Intelligence tools embed the concepts of Machine Learning, Reinforcement Learning, and Artificial Neural Networks.
Why is C not preferred for ML and DS over Python?
The Machine Learning is the process by which the machine learns all by itself and tries to produce the results. The Machine Learning tools are usually developed upon mathematical equations; the mathematical equations cannot be easily coded with the structured programming languages like C.
The object-oriented languages are the best suited for the handling of a large amount of data as the number of lines of code is drastically reduced in the object-oriented languages.
Python for Data Science
The structured programming languages are the best when they are used for coding the products that are imbibing a lot of components of different principles of working put together. Those sorts of applications would require more depth of the precision of the code structure that is needed to manipulate inputs from different engineering material sources using transducers. The object-oriented is the best when it comes to the products that involve handling of huge voluminous data.
Python and R
There are other languages like R which are used in the area of Data Science. The languages have their functionalities to perform. The in-built libraries in Python help in the development of new tools that can be customized according to one’s interest and purpose. The R language can be used for visualization of data and to perform Statistical analysis on data. Python allows free mixing of function definitions and statements
What is Data Science and why it is the sexiest job of the 21st century?
The world had moved on from the times when humans used paper and pen to record the activities of the day. The paper and pen work was the prime tools that were used to maintain records. The records maintenance is an integral part of anything in this world. Be it a school, a provision store, a cloth merchant everyone needs to maintain a record.
The idea of record maintenance has been in existence over the centuries. There are also historical texts and evidence to prove this fact. The record maintenance is used for the analysis of the data that can be used for the betterment of the organization maintaining the record. The analysis of the data was done by those who could perform calculations on the data that would yield valuable outcomes.
The outcomes which the organizations could check the working conditions. The idea of working condition helps them to know if the firm is operating well or not. This will lead them to situations that would require them to make decisions based on the output received.
The role played by Data Science here:
The small amount of data can be handled by DBMS frameworks and using the spreadsheets like Excel. The Excel is used to perform some basic operations on the data and to show the results in the form of graphs. Moreover, the excel cannot generate accurate results using any data.
In the 21st century where digitalization has taken over the world, data has become the oxygen. The data analysis, storage of data everything is done using the software. Everyone stores all valuable data only on the digital devices like computer and the other electronic devices. The voluminous data are used to study and generate useful information out of it.
The Data Science tools that are built using languages like Python will help one to study the data and make valuable insights out of it and use it to make details that can be used for future. This is how Python is being used in Data Science to put in simpler terms. To learn Python, the Python for Data Science and Machine Learning Bootcamp course is highly recommended.
Topics covered in the course under Machine Learning
What can one do with learning Machine Learning?
The applications of Machine Learning are manifold. Few of which are listed below:
Medicine:
To diagnose a disease:
Computer Vision:
The computer vision comes under Machine Learning.
It is studied under Machine Learning like the following steps:
Natural Language Processing
The NLP falls under the Artificial Intelligence concepts where the machine has to interpret using the understandable human form. The NLP is a subtopic under Machine Learning
Machine Translation
Speech Recognition
Are some of the areas where the concept of Machine Learning is applied, and they can be used to study?
The topics that are covered by Data Science:
Data Science and Big Data analytics are similar and mean the same though they differ in the functions they perform.
The data Structures and Algorithms are some of the most basic foundations that one has to learn before learning any new language. This is true even for learning Python for Machine learning.
Are some of the algorithms that are used in Data Science.
Salient Features of the course:
The following are some of the salient features of the course:
The course once bought by paying a certain amount can be accessed for a lifetime. The course never gets expired or doesn’t throw a situation where the user isn’t able to access the lecture videos anymore.
Who can take up this course?
Benefits derived from this course:
There are ample benefits that one derives from taking up this course from Udemy
The excellent User Interface/User Design Structure of the course, the content of the video lectures, the teaching style adopted, the lucidly presented concepts are some of the excellent teaching strategies that are adopted here to provide a great learning time to the user.
The courses for trending tech topics like these aren’t available for such fewer prices at the best quality. Thus, one should never miss out on a course like “Python for Data Science and Machine Learning Bootcamp.”
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